The main contribution of the paper is to categorize emotion context from a single or a groupof textual inputs and determine their polarity. The emotional context from each sentence is categorized asa polar output which signifies the positive or negative emotional context. We start with a basic sentenceevaluation function that parses the input and rejects unnecessary words while assigning values to the onesthat are required, based on a simple clause analysis algorithm. These individual values generated arerepresented in a two dimensional matrix where the location within the matrix specifies a certainemotional polarity and this categorization can be used to evaluate individual sentences at each level orgenerate the review of the product as a whole.
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